notes from production

Blog

Writeups on the architecture decisions, trade-offs, and lessons behind the systems I build — not tutorials, field notes.

May 14, 20267 min read

Scaling a Ride-Booking Platform Toward 25K Daily Rides

Notes from building the dispatch backend for an AI-powered mobility platform — where Redis, queues, and WebSockets actually earn their place.

#Redis#Socket.io#Architecture

Mar 2, 20266 min read

Building an AI Match Recommendation Engine with Python and Laravel

How we paired a Python-based recommendation service with a Laravel backend to power compatibility-based matching for Love2Knot.

#Python#Laravel#AI

Jan 20, 20268 min read

Multi-Tenant SaaS Architecture: Lessons from Building a School ERP

What building STUCARE — admissions, attendance, fees, payroll, and transport in one multi-tenant platform — taught me about tenant isolation.

#SaaS#Architecture#Laravel

Nov 8, 20255 min read

REST API Design Patterns After Building 1,000+ Endpoints

A few patterns that held up across dozens of production APIs — and a few that didn't survive contact with real clients.

#REST APIs#Best Practices